General-to-Specific Model Selection for Subcategorization Preference.
Takehito UtsuroTakashi MiyataYuji MatsumotoPublished in: COLING-ACL (1998)
Keyphrases
- model selection
- cross validation
- parameter estimation
- hyperparameters
- mixture model
- sample size
- regression model
- statistical learning
- bayesian learning
- variable selection
- selection criterion
- statistical inference
- gaussian process
- meta learning
- information criterion
- motion segmentation
- model selection criteria
- error estimation
- feature selection
- generalization error
- generalization bounds
- marginal likelihood
- data sets
- automatic model selection
- decision trees
- machine learning
- data mining
- linear regression
- objective function
- bayesian networks
- bayesian information criterion
- leave one out cross validation
- learning algorithm
- hypothesis tests
- parameter determination